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A robust Kalman-Bucy filtering problem 期刊论文
AUTOMATICA, 2020, 卷号: 122, 页码: 6
作者:  Ji, Shaolin;  Kong, Chuiliu;  Sun, Chuanfeng
收藏  |  浏览/下载：115/0  |  提交时间：2021/04/26
Kalman-Bucy filters  Model uncertainty  Robust estimation  Minimum mean square estimator  Minimax theorem  Sublinear operator  
Error-corrected estimation of a diagnostic accuracy index of a biomarker against a continuous gold standard 期刊论文
STATISTICS IN MEDICINE, 2020, 页码: 25
作者:  Wu, Mixia;  Zhang, Xiaoyu;  Zhang, Wei;  Zhang, Xu;  Liu, Aiyi
收藏  |  浏览/下载：131/0  |  提交时间：2021/01/14
adaptive estimation  additive errors  asymptotic normality  biomarkers  diagnostic accuracy  measurement errors  reliability coefficient  
A rank-based approach to estimating monotone individualized two treatment regimes 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 151, 页码: 12
作者:  Zhang, Haixiang;  Huang, Jian;  Sun, Liuquan
收藏  |  浏览/下载：173/0  |  提交时间：2020/09/23
Generalized regression  Individualized treatment rule  Outlier  Personalized medicine  Rank correlation  
Quantile Regression under Local Misspecification 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2020, 卷号: 36, 期号: 4, 页码: 790-802
作者:  Duan, Xiao-gang;  Wang, Qi-hua
收藏  |  浏览/下载：156/0  |  提交时间：2021/04/26
frequentist model averaging  focus information criterion  local framework  quantile regression  
Continuous time hidden Markov model for longitudinal data 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 179, 页码: 16
作者:  Zhou, Jie;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：202/0  |  提交时间：2020/09/23
Continuous-time HMMs  Longitudinal data  ML estimator  Unknown number of hidden states  SCAD penalty  
Uncertainty shocks of Trump election in an interval model of stock market 期刊论文
QUANTITATIVE FINANCE, 2020, 页码: 15
作者:  Sun, Yuying;  Qiao, Kenan;  Wang, Shouyang
收藏  |  浏览/下载：134/0  |  提交时间：2021/01/14
Interval dummy variables  Interval time series  Nonlinear minimum-distance estimator  Range volatility  Trump election  
Model averaging in a multiplicative heteroscedastic model 期刊论文
ECONOMETRIC REVIEWS, 2020, 页码: 25
作者:  Zhao, Shangwei;  Ma, Yanyuan;  Wan, Alan T. K.;  Zhang, Xinyu;  Wang, Shouyang
收藏  |  浏览/下载：151/0  |  提交时间：2020/09/23
Heteroscedasticity-robust  model averaging  multiplicative heteroscedasticity  plug-in  squared prediction risk  
Quantum tomography by regularized linear regressions 期刊论文
AUTOMATICA, 2020, 卷号: 114, 页码: 15
作者:  Mu, Biqiang;  Qi, Hongsheng;  Petersen, Ian R.;  Shi, Guodong
收藏  |  浏览/下载：161/0  |  提交时间：2020/05/24
Quantum state tomography  Linear regression  Regularization  
Quantile regression in big data: A divide and conquer based strategy 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 144, 页码: 17
作者:  Chen, Lanjue;  Zhou, Yong
收藏  |  浏览/下载：164/0  |  提交时间：2020/05/24
Data stream  Divide and conquer  Estimating equation  Massive data sets  Quantile regression  
Nonparametric estimation of distributions and diagnostic accuracy based on group-tested results with differential misclassification 期刊论文
BIOMETRICS, 2020, 页码: 10
作者:  Zhang, Wei;  Liu, Aiyi;  Li, Qizhai;  Albert, Paul S.
收藏  |  浏览/下载：149/0  |  提交时间：2020/10/12
coverage probability  diagnostic accuracy  differential misclassification  group testing  integrated absolute bias  integrated mean squared error  rare disease  ROC curves